Title :
Multiagent model for jobs flows planning and pricing in distributed computing systems
Author :
Konovalov, Mikhail
Author_Institution :
Inst. of Inf. Problems, RAS, Moscow, Russia
Abstract :
The paper contains the statement of new mathematical model of distributed computing resource system. The purpose of modeling is investigation and optimization of jobs routing, participants negotiation and pricing. The behavior of system units is simulated with help of agents presented as adaptive algorithms for partially observed Markov decision process.
Keywords :
Markov processes; optimisation; telecommunication network planning; telecommunication network routing; Markov decision process; adaptive algorithms; distributed computing resource system; job flow planning; job routing; mathematical model; multiagent model; optimization; Adaptation model; Computational modeling; Distributed computing; Equations; Markov processes; Mathematical model; Pricing; adaptive agent; distributed computing system; resource management;
Conference_Titel :
Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2010 International Congress on
Conference_Location :
Moscow
Print_ISBN :
978-1-4244-7285-7
DOI :
10.1109/ICUMT.2010.5676519
